Starter Models

English starters

Available transfer learning starter packs for English

Starter packs are pretrained weights you can initialize your models with to achieve better accuracy. They can include word vectors (which will be used as features during training) or other pretrained representations like BERT.

en_vectors_web_lg

Language en-startersEnglish
Type vectorsWord vectors
Genre webwritten text (blogs, news, comments)
Size lg
Sources

en_trf_bertbaseuncased_lg

Language en-startersEnglish
Type trfTransformers
Genre bertbaseuncased
Size lg
Sources

en_trf_robertabase_lg

Language en-startersEnglish
Type trfTransformers
Genre robertabase
Size lg
Sources

en_trf_distilbertbaseuncased_lg

Language en-startersEnglish
Type trfTransformers
Genre distilbertbaseuncased
Size lg
Sources

en_trf_xlnetbasecased_lg

Language en-startersEnglish
Type trfTransformers
Genre xlnetbasecased
Size lg
Sources